Prototype Fidelity Evaluation on Diabetes (test)
95.5FidelityG-KM
Evaluation results
| Method | Links | |
|---|---|---|
| G-KMFI Configuration=Tree SHAP2026.05 | 95.5 | |
| SM-AFI Configuration=Tree SHAP2026.05 | 94.8 | |
| G-KMFI Configuration=Tree Interpreter2026.05 | 91.6 | |
| G-KMFI Configuration=Raw2026.05 | 90.9 | |
| A-PeteFI Configuration=Raw2026.05 | 90.3 | |
| A-PeteFI Configuration=Tree Interpreter2026.05 | 89.6 | |
| NBModel=Naive Bayes2026.05 | 89 | |
| LRModel=Logistic Regression2026.05 | 89 | |
| SM-AFI Configuration=Raw2026.05 | 88.3 | |
| A-PeteFI Configuration=Tree SHAP2026.05 | 86.4 | |
| SM-AFI Configuration=Tree Interpreter2026.05 | 83.1 | |
| DTModel=Decision Tree2026.05 | 81.8 |